A Volcano Erupts: Semantically Mediated Integration of Heterogeneous Volcanic and Atmospheric Data

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Citation: Peter Fox and Deborah L. McGuinness and Robert G. Raskin and A. Krishna Sinha. (2007) A Volcano Erupts: Semantically Mediated Integration of Heterogeneous Volcanic and Atmospheric Data. In Proceedings of the First Workshop on Cyberinfrastructure: Information Management in eScience, co-located with the ACM Conference on Information and Knowledge Management, November,2007.

Publication inproceedings ( Edit )
type InProceedings
bibtype inproceedings
Bibtex basics
author Peter Fox and Deborah L. McGuinness and Robert G. Raskin and A. Krishna Sinha
title A Volcano Erupts: Semantically Mediated Integration of Heterogeneous Volcanic and Atmospheric Data
booktitle Proceedings of the First Workshop on Cyberinfrastructure: Information Management in eScience, co-located with the ACM Conference on Information and Knowledge Management
address Lisbon, Portugal
year 2007
month November
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abstract We present a research effort into the application of semantic web methods and technologies to address the challenging problem of integrating heterogeneous volcanic and atmospheric data in support of assessing the atmospheric effects of a volcanic eruption. This exemplary volcano eruption scenario highlights what is true for the vast majority of data intensive Earth system investigations which have limited ability to explore important and difficult problems. This is because they are forced to find and use data representing an event or phenomenon of interest through data collections at the data-element, or syntactic, level rather than ata higher scientific, or semantic, level. Even if relevant data is found in one collection, it may not be easy or possible to find similar, related data in another collection. In many cases, syntax-only interoperability IS the state-of-the-art and at best, there are some instances of hard-wired but simple semantic enhancements(e.g. a special purpose web service wrapper around the data).Scientists and non-scientists are forced to learn details of the data schema,other people's naming schemes and syntax decisions and details of differing web site interfaces. These constraints are limiting even when researchers are looking for information in their own discipline, but they present even greater challenges when researchers are looking for information spanning multiple disciplines, including some in which they are not extensively trained. The volcano eruption scenario exemplifies many of these challenges. In this paper we present research progress on how semantic enablement for scientific data integration is achieved. We present how ontologies implemented within existing distributed technology frameworks are providing essential, re-usable, and robust,support necessary for interdisciplinary scientific research activities.

KSL Technical Report ID: KSL-07-09
Facts about A Volcano Erupts: Semantically Mediated Integration of Heterogeneous Volcanic and Atmospheric DataRDF feed
Abstract We present a research effort into the appl We present a research effort into the application of semantic web methods and technologies to address the challenging problem of integrating heterogeneous volcanic and atmospheric data in support of assessing the atmospheric effects of a volcanic eruption. This exemplary volcano eruption scenario highlights what is true for the vast majority of data intensive Earth system investigations which have limited ability to explore important and difficult problems. This is because they are forced to find and use data representing an event or phenomenon of interest through data collections at the data-element, or syntactic, level rather than ata higher scientific, or semantic, level. Even if relevant data is found in one collection, it may not be easy or possible to find similar, related data in another collection. In many cases, syntax-only interoperability IS the state-of-the-art and at best, there are some instances of hard-wired but simple semantic enhancements(e.g. a special purpose web service wrapper around the data).Scientists and non-scientists are forced to learn details of the data schema,other people's naming schemes and syntax decisions and details of differing web site interfaces. These constraints are limiting even when researchers are looking for information in their own discipline, but they present even greater challenges when researchers are looking for information spanning multiple disciplines, including some in which they are not extensively trained. The volcano eruption scenario exemplifies many of these challenges. In this paper we present research progress on how semantic enablement for scientific data integration is achieved. We present how ontologies implemented within existing distributed technology frameworks are providing essential, re-usable, and robust,support necessary for interdisciplinary scientific research activities. sciplinary scientific research activities.
Address Lisbon, Portugal  +
Author Peter Fox and Deborah L. McGuinness and Robert G. Raskin and A. Krishna Sinha  +
Bibtype inproceedings  +
Booktitle Proceedings of the First Workshop on Cyberinfrastructure: Information Management in eScience, co-located with the ACM Conference on Information and Knowledge Management  +
Has author Peter Fox and Deborah L. McGuinness and Robert G. Raskin and A. Krishna Sinha  +
Has identifier KSL-07-09  +
Has publishing details November,2007  +
Has title A Volcano Erupts: Semantically Mediated Integration of Heterogeneous Volcanic and Atmospheric Data  +
Has where published Proceedings of the First Workshop on Cyberinfrastructure: Information Management in eScience, co-located with the ACM Conference on Information and Knowledge Management  +
Has year 2007  +
Ksl tr id KSL-07-09  +
Month November  +
Process note NO  +
Title A Volcano Erupts: Semantically Mediated Integration of Heterogeneous Volcanic and Atmospheric Data  +
Year 2007  +
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